sun-yuchen-perspective Eval
===========================

Status: review
Score: 69/100
Risk: medium
Decision: manual_review
Policy: review
Reason: Require human approval before installing into a real workspace.

Install:
npx skills add alchaincyf/sun-yuchen-perspective --skill sun-yuchen-perspective

Required checks:
- PASS Task fit: Task wording matches this skill metadata.
- PASS Install path: Install handoff is available.
- PASS Install command safety: standard package or runtime install path
- WARN Trust score: Potentially useful, but at least one trust signal needs human inspection.
- WARN Audit score: Needs review
- WARN Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.
- WARN License clarity: Unknown
- PASS Permission surface: no high-risk permission surface in public metadata

Warnings:
- Trust score: Potentially useful, but at least one trust signal needs human inspection.
- Audit score: Needs review
- Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.
- README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context
- License clarity: Unknown
- License is unclear
- Financial research output is not financial advice; require human review before any live investment decision
- Repository license detected as 'Unknown'; README shows MIT badge but actual LICENSE file absent or not recognized. License clarity needed.
- Skill role-plays a real, controversial persona; while disclaimers exist, potential misuse for deceptive or manipulative purposes should be explicitly mitigated in SKILL.md (e.g., forbidding use for actual financial fraud).
- SKILL.md lacks explicit 'inputs' and 'outputs' sections, making integration with some agent frameworks less straightforward.
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review

Validation plan:
1. Inspect repository, README/SKILL.md, license, and recent commits before production use.
2. Install in an isolated workspace or sandbox with no production secrets available.
3. Run the smallest representative task and record files touched, commands run, network access, and outputs.
4. Compare the selected skill against at least one alternative when the eval status is review or failed.
5. Promote only after the agent reports a successful verification result and unresolved warnings are accepted.

Do not use when:
- teams that need a vendor-supported SLA
- production agents without a repository review
- Repository license detected as 'Unknown'; README shows MIT badge but actual LICENSE file absent or not recognized. License clarity needed.
- No OpenAgentSkill engagement data yet
- License is unclear
- Financial research output is not financial advice; require human review before any live investment decision
- Skill role-plays a real, controversial persona; while disclaimers exist, potential misuse for deceptive or manipulative purposes should be explicitly mitigated in SKILL.md (e.g., forbidding use for actual financial fraud).
- SKILL.md lacks explicit 'inputs' and 'outputs' sections, making integration with some agent frameworks less straightforward.

URLs:
- Skill: https://www.openagentskill.com/skills/alchaincyf-sun-yuchen-perspective
- Audit: https://www.openagentskill.com/skills/alchaincyf-sun-yuchen-perspective/audit
- JSON: https://www.openagentskill.com/api/agent/evals?slug=alchaincyf-sun-yuchen-perspective